The acronym RAM stands for Random Access Memory in computer hardware. RAM is a type of volatile memory that temporarily stores data and instructions for the CPU, enabling quick access and processing. It plays a critical role in determining a computer's performance, affecting how many applications can run simultaneously and the speed at which they operate.